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Experimentations with Sean Wood and Louis Commère of the Neurocomputational and Intelligent Signal Processing (NECOTIS) research group during an interdiciplinairy art, science and technologies research residency in 2015. The residency program is a collaboration between the Sporobole art center and Université de Sherbrooke.
The granular sampling system analyses and maps audio features such as the amplitude, balance, pitch, spectrum, frequencies, harmonics and percussiveness of sounds. Using a random walker algorithm, it generates endless compositions based on the relationships between the sound samples transposed in reconfigurable point clouds.
www.francois-quevillon.com/html/en/node/303
Expérimentations avec Sean Wood et Louis Commère du groupe NECOTIS (Neurosciences Computationnelles et Traitement Intelligent des Signaux ) dans le cadre d'une résidence de recherche en arts, sciences et technologies. Le programme de résidence est une collaboration entre le centre en art actuel Sporobole et l’Université de Sherbrooke.
Le système d'échantillonnage granulaire procède à l'analyse de caractéristiques sonores et à leur visualisation dans un espace à multiples dimensions. Le logiciel examine des paramètres tels que l'amplitude, l'équilibre, la hauteur, le spectre, les fréquences, les harmoniques, les passages à zéro et l'aspect percussif du son. En utilisant un algorithme de marche aléatoire (random walker), il génère ensuite des pièces infinies selon les relations entre les échantillons sonores transposés dans un nuage de points dont la structure est reconfigurable.
Commissioned to work with SALT Research collections, artist Refik Anadol employed machine learning algorithms to search and sort relations among 1,700,000 documents. Interactions of the multidimensional data found in the archives are, in turn, translated into an immersive media installation. Archive Dreaming, which is presented as part of The Uses of Art: Final Exhibition with the support of the Culture Programme of the European Union, is user-driven; however, when idle, the installation "dreams" of unexpected correlations among documents. The resulting high-dimensional data and interactions are translated into an architectural immersive space.
Shortly after receiving the commission, Anadol was a resident artist for Google's Artists and Machine Intelligence Program where he closely collaborated with Mike Tyka and explored cutting-edge developments in the field of machine intelligence in an environment that brings together artists and engineers. Developed during this residency, his intervention Archive Dreaming transforms the gallery space on floor -1 at SALT Galata into an all-encompassing environment that intertwines history with the contemporary, and challenges immutable concepts of the archive, while destabilizing archive-related questions with machine learning algorithms.
In this project, a temporary immersive architectural space is created as a canvas with light and data applied as materials. This radical effort to deconstruct the framework of an illusory space will transgress the normal boundaries of the viewing experience of a library and the conventional flat cinema projection screen, into a three dimensional kinetic and architectonic space of an archive visualized with machine learning algorithms. By training a neural network with images of 1,700,000 documents at SALT Research the main idea is to create an immersive installation with architectural intelligence to reframe memory, history and culture in museum perception for 21st century through the lens of machine intelligence.
SALT is grateful to Google's Artists and Machine Intelligence program, and Doğuş Technology, ŠKODA, Volkswagen Doğuş Finansman for supporting Archive Dreaming.
Location : SALT Gatala, Istanbul, Turkey
Exhibition Dates : April 20 - June 11
6 Meters Wide Circular Architectural Installation
4 Channel Video, 8 Channel Audio
Custom Software, Media Server, Table for UI Interaction
For more information:
refikanadol.com/works/archive-dreaming/
Commissioned to work with SALT Research collections, artist Refik Anadol employed machine learning algorithms to search and sort relations among 1,700,000 documents. Interactions of the multidimensional data found in the archives are, in turn, translated into an immersive media installation. Archive Dreaming, which is presented as part of The Uses of Art: Final Exhibition with the support of the Culture Programme of the European Union, is user-driven; however, when idle, the installation "dreams" of unexpected correlations among documents. The resulting high-dimensional data and interactions are translated into an architectural immersive space.
Shortly after receiving the commission, Anadol was a resident artist for Google's Artists and Machine Intelligence Program where he closely collaborated with Mike Tyka and explored cutting-edge developments in the field of machine intelligence in an environment that brings together artists and engineers. Developed during this residency, his intervention Archive Dreaming transforms the gallery space on floor -1 at SALT Galata into an all-encompassing environment that intertwines history with the contemporary, and challenges immutable concepts of the archive, while destabilizing archive-related questions with machine learning algorithms.
In this project, a temporary immersive architectural space is created as a canvas with light and data applied as materials. This radical effort to deconstruct the framework of an illusory space will transgress the normal boundaries of the viewing experience of a library and the conventional flat cinema projection screen, into a three dimensional kinetic and architectonic space of an archive visualized with machine learning algorithms. By training a neural network with images of 1,700,000 documents at SALT Research the main idea is to create an immersive installation with architectural intelligence to reframe memory, history and culture in museum perception for 21st century through the lens of machine intelligence.
SALT is grateful to Google's Artists and Machine Intelligence program, and Doğuş Technology, ŠKODA, Volkswagen Doğuş Finansman for supporting Archive Dreaming.
Location : SALT Gatala, Istanbul, Turkey
Exhibition Dates : April 20 - June 11
6 Meters Wide Circular Architectural Installation
4 Channel Video, 8 Channel Audio
Custom Software, Media Server, Table for UI Interaction
For more information:
refikanadol.com/works/archive-dreaming/
Machine learning techniques are being actively pursued in the private sector and have been widely adopted in fields such as computational biology and computer vision. However, the role of machine learning in economics has so far been limited. This workshop was organized to provide a forum to discuss how ideas and techniques from machine learning could be applied to economic questions. The workshop will bring together researchers from computer science, statistics, econometrics and applied economics to foster interactions and discuss different perspectives on statistical learning and its potential impact on economics.
The workshop began with overview talks on machine learning and statistics by researchers from outside of economics. Three following sessions were organized around the themes of causal inference, prediction, and networks and complex data. Each session included the presentation of papers in economics that make use of machine learning methodology, followed by a discussion by researchers from multiple communities.
Sandia National Laboratories researchers Thushara Gunda, front, and Nicole Jackson examine solar panels at Sandia’s Photovoltaic Systems Evaluation Laboratory as summer monsoon clouds roll by. Using machine learning and data from solar farms across the U.S., they uncovered the age of a solar farm, as well as the amount of cloud cover, have pronounced effects on farm performance during severe weather.
Learn more at bit.ly/3jwt0iW.
Photo by Randy Montoya
A digital image 'dreamed by' Midjourney, an artificial intelligence program that creates images from textual descriptions.
Scala eXchange 2016, Thursday, 8th - Friday, 9th December at Business Design Centre, London. skillsmatter.com/conferences/7432-scala-exchange-2016#pro.... Images copyright www.edtelling.com
Scala eXchange 2016, Thursday, 8th - Friday, 9th December at Business Design Centre, London. skillsmatter.com/conferences/7432-scala-exchange-2016#pro.... Images copyright www.edtelling.com
A digital image 'dreamed by' Midjourney, an artificial intelligence program that creates images from textual descriptions.
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This info-aesthetic shows how people's emotions expressed on social networks (Twitter, Facebook, Flickr, Youtube) combined in 2011, according to R. Plutchik wheel of emotions.
The image was used as a card inserted in the "Enlarge Your Consciousness in 4 Days 4 Free!" Personal User Box.
About:
Human beings continuously mutate. Over the last few years, this transformation has taken place at incredibly high speeds, mostly thanks to the wide and ubiquitous availability of digital networks and devices.
This changed the ways in which we work, learn, relate, consume, communicate, love.
"Enlarge Your Consciousness in 4 Days 4 Free!" uses people’s real time emotional expressions on social networks to animate a physical installation.
The emotions of millions of users on social networks such as Twitter, Facebook, Flickr and FourSquare are harvested in real time (using open available APIs and techniques such as Natural Language Processing and Machine Learning) and used to give life to physical manifestations and info-aesthetic visualizations.
The project is the result of a wonderful collaboration between Salvatore Iaconesi / Oriana Persico (Art is Open Source) and Lara Mezzapelle / Giacomo Deriu.
"Enlarge Your Consciousness in 4 Days 4 Free!" was officially launched at BT’F Contemporary Art Gallery Friday, January 27th 2012, as an official initiative of Arte Fiera OFF.
Credits:
Concept & realisation: Oriana Persico & Salvatore Iaconesi, Lara Mezzapelle & Giacomo Deriu
Curated by: Marco Aion Mangani & Alice Zannoni
Produced by: Miria Baccolini - BT'F Gallery
Site:
More info at:
www.btfgallery.com/exhibitions/mezzapelle-deriu-persico-i...
A digital image 'dreamed by' Midjourney, an artificial intelligence program that creates images from textual descriptions.
Generated by MidJourney for Aaron Ximm, v3 engine, late July 2022; prompt: "a freestanding multistory looming ramshackle Victorian house with queer angles, cinematic, moody, lost in the mist, --ar 9:16 --s 1700"
a gridded 2d visualization of flowers, clustered by similarity using t-SNE. each of the images are first encoded into 4096-bit feature vector derived from the activations of the last fully-connected layer in a convolutional neural network. Then the features are reduced to 2d using t-SNE dimensionality reduction technique, and then gridded using RasterFairy.
software used:
github.com/kylemcdonald/ofxCcv/
github.com/Quasimondo/RasterFairy
Images from:
Taken during a rather goofy hike up Mt. Elden, starting in a neighborhood on Flagstaff's East side. Processed with Deep Dream.
Scala eXchange 2016, Thursday, 8th - Friday, 9th December at Business Design Centre, London. skillsmatter.com/conferences/7432-scala-exchange-2016#pro.... Images copyright www.edtelling.com
Applied Machine Learning Days, January 27-29, 2020
@STCC, EPFL, Lausanne, Switzerland
#AMLD2020 @appliedmldays
Copyright: ©Samuel Devantery - www.samueldevantery.com
Generated by MidJourney for Aaron Ximm, v3 engine, late July 2022; prompt: "intricate colorful ::burning-man-festival, illustrations, botanical illustration, earthy palette, natural dyes. Volumetric shading. Many species. Colored pencil and water color. Isometric false perspective. Long shot. Style of Rousseau, Seuss, Sendak, Arts-and-Crafts. The playa at golden hour. --ar 3:2"
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Scala eXchange 2016, Thursday, 8th - Friday, 9th December at Business Design Centre, London. skillsmatter.com/conferences/7432-scala-exchange-2016#pro.... Images copyright www.edtelling.com
Artificial Intelligence Technology Awards
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#ArtificialIntelligence #AI #DeepLearning #MachineLearning #DataScience #DigitalTransformation #DigitalMarketing #VirtualReality #Cloud #InternetofThings #IoT #FintechAwards #Awards #blockchain #fintech #autonomous
This info-aesthetic shows the relative intensity of emotions expressed by people on social networks (Twitter, Facebook, Flickr, Youtube) in 2011, according to R. Plutchik wheel of emotions.
The image was used as a card inserted in the "Enlarge Your Consciousness in 4 Days 4 Free!" Personal User Box.
About:
Human beings continuously mutate. Over the last few years, this transformation has taken place at incredibly high speeds, mostly thanks to the wide and ubiquitous availability of digital networks and devices.
This changed the ways in which we work, learn, relate, consume, communicate, love.
"Enlarge Your Consciousness in 4 Days 4 Free!" uses people’s real time emotional expressions on social networks to animate a physical installation.
The emotions of millions of users on social networks such as Twitter, Facebook, Flickr and FourSquare are harvested in real time (using open available APIs and techniques such as Natural Language Processing and Machine Learning) and used to give life to physical manifestations and info-aesthetic visualizations.
The project is the result of a wonderful collaboration between Salvatore Iaconesi / Oriana Persico (Art is Open Source) and Lara Mezzapelle / Giacomo Deriu.
"Enlarge Your Consciousness in 4 Days 4 Free!" was officially launched at BT’F Contemporary Art Gallery Friday, January 27th 2012, as an official initiative of Arte Fiera OFF.
Credits:
Concept & realisation: Oriana Persico & Salvatore Iaconesi, Lara Mezzapelle & Giacomo Deriu
Curated by: Marco Aion Mangani & Alice Zannoni
Produced by: Miria Baccolini - BT'F Gallery
Site:
More info at:
www.btfgallery.com/exhibitions/mezzapelle-deriu-persico-i...
Engram : Data Sculpture
3+1 AP
6M x 5M Media Wall, 3MM LED, Custom Software
Sound Design : Kerim Karaoglu
Custom Software : Kyle McLean
Deaigned and developed at Refik Anadol Studio
From February 7 through March 17, 2018, Pilevneli Gallery presented Refik Anadol’s latest project on the materiality of remembering. Melting Memories offered new insights into the representational possibilities emerging from the intersection of advanced technology and contemporary art. By showcasing several interdisciplinary projects that translate the elusive process of memory retrieval into data collections, the exhibition immersed visitors in Anadol’s creative vision of “recollection.”
“Science states meanings; art expresses them,” writes American philosopher John Dewey and draws a curious distinction between what he sees as the principal modes of communication in both disciplines. In Melting Memories, Refik Anadol’s expressive statements provide the viewer with revealing and contemplative artworks that will generate responses to Dewey’s thesis.
Comprising data paintings, augmented data sculptures and light projections, the project as a whole debuts new advances in technology that enable visitors to experience aesthetic interpretations of motor movements inside a human brain. Each work grows out of the artist’s impressive experiments with the advanced technology tools provided by the Neuroscape Laboratory at the University of California, San Francisco. Neuroscape is a neuroscience center focusing on technology creation and scientific research on brain function of both healthy and impaired individuals. Anadol gathers data on the neural mechanisms of cognitive control from an EEG (electroencephalogram) that measures changes in brain wave activity and provides evidence of how the brain functions over time. These data sets constitute the building blocks for the unique algorithms that the artist needs for the multi-dimensional visual structures on display.
Anadol’s installations do not only address a productive espousal of cutting-edge technology and art but also a strong preoccupation with the study of human memory from Ancient Egyptians to Blade Runner 2049. The exhibition’s title, Melting Memories, refers to the artist’s experience with unexpected interconnections among seminal philosophical works, academic inquiries and artworks that take memory as their principal themes. The title further draws attention to the melting of neuroscience and technology into these centuries-long philosophical debates, questioning the emergence of a new space where artificial intelligence is not in conflict with individuality and intimacy.
For more information: refikanadol.com/works/melting-memories/
Generated by MidJourney for Aaron Ximm, v3 engine, late July 2022; prompt: "intricate colorful ::burning-man-festival, illustrations, botanical illustration, earthy palette, natural dyes. Volumetric shading. Many species. Colored pencil and water color. Isometric false perspective. Long shot. Style of Rousseau, Seuss, Sendak, Arts-and-Crafts. The playa at golden hour. --ar 3:2"